{"id":"W6908387084","doi":"10.25940/roper-31122345","title":"Fannie Mae's National Housing Survey Monthly Home Purchase Sentiment Index (HPSI) and Key Indicators - November, 2024","year":2024,"lang":"en","type":"other","venue":"Roper Center for Public Opinion Research  iPOLL","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renting; Index (typography); House price; Key (lock); Quarter (Canadian coin); Rental housing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001466414,0.0004078367,0.000500282,0.00134009,0.0005855646,0.0006468216,0.0004308425,0.0002300578,0.00692089],"category_scores_gemma":[0.0002403691,0.0002887565,0.0001816491,0.000291121,0.001190236,0.0001488834,0.0009917716,0.0007542053,0.0006325406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898954,"about_ca_system_score_gemma":0.0001572321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001833466,"about_ca_topic_score_gemma":0.003258183,"domain_scores_codex":[0.9961928,0.0002940379,0.0004157231,0.0008595414,0.00129787,0.0009400688],"domain_scores_gemma":[0.9987414,0.00018459,0.000112408,0.0002421025,0.000336875,0.0003825674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004347791,0.00028785,0.0008410618,0.0003459426,0.0003063053,0.000007171669,0.001543307,1.654589e-7,3.134378e-7,0.02652645,0.9674421,0.002655873],"study_design_scores_gemma":[0.0006068783,0.0001801016,0.0001990158,0.000203168,0.000007179696,9.767294e-7,0.0002755468,0.00004380374,3.241041e-7,0.001582682,0.9965429,0.000357399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000246783,0.02185809,0.00004651055,0.0110732,0.005779414,0.001985881,0.01966598,0.0003550347,0.9389891],"genre_scores_gemma":[0.01753497,0.001510349,0.00004265382,0.0002937158,0.002708013,0.0003679062,0.001837332,0.0003267911,0.9753783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03638915,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1652580130467304,"score_gpt":0.349088572724001,"score_spread":0.1838305596772707,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}